Bayesian Model Averaging for Data Driven Decision Making when Causality is Partially Known

no code implementations • 12 May 2021 • Marios Papamichalis, Abhishek Ray, Ilias Bilionis, Karthik Kannan, Rajiv Krishnamurthy

Probabilistic machine learning models are often insufficient to help with decisions on interventions because those models find correlations - not causal relationships.

Decision Making